Chemical and morphological variations in Terminalia bellirica (Gaertn.) Roxb. – a species of commercial ayurvedic formulation triphla from central India
Bibliographic record
Abstract
Terminalia bellirica is one of the high traded medicinal plant species, mainly known for its fruits which are bestowed with numerous biological activities and used in treatment of various ailments. The fruits are one of three ingredients of well-known Ayurvedic formulation ‘TRIPHLA’. The purpose of this study was to determine the variations for Gallic acid (GA), a chemical marker compound, as well as for key morphological traits (height, girth at breast height, clear bole height, fruit size) in trees from central Indian states viz. Madhya Pradesh, Chhattisgarh and Maharashtra. In this investigation, we also explored the correlation between the chemical marker and morphological features. The study suggested the maximum GA content (0.98±0.42%) in populations of Keregaon range of Dhamtari forest division of Chhattisgarh state which can be considered as superior chemotypes/ populations. The correlation analysis exhibited the positive association between fruit size and GA content.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".